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1. loss-reserve-ml loss-reserve-ml Public

   ML vs chain-ladder benchmarking for P&C loss reserving — XGBoost reduces RMSE 48.9% on CAS schedule P data across six lines of business.

   Jupyter Notebook

2. reserving reserving Public

   Open-source Python library for P&C loss reserve estimation — pip install actuarial-reserving

   Python

3. reserving-paper reserving-paper Public

   Companion code for: When Does Machine Learning Beat Traditional Actuarial Methods for Loss Reserve Estimation? A Systematic Comparison

   Python

4. animal-shelter-cpp animal-shelter-cpp Public

   C++ animal shelter manager — CS XL 32 midterm project (UCLA Extension)

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5. shelter-match shelter-match Public

   ML-powered animal shelter matching system extending a C++ midterm project

   Python